Overview

Dataset statistics

Number of variables39
Number of observations125047
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory37.2 MiB
Average record size in memory312.0 B

Variable types

CAT21
NUM17
UNSUPPORTED1

Reproduction

Analysis started2020-05-23 04:52:50.378442
Analysis finished2020-05-23 04:55:51.517629
Duration3 minutes and 1.14 second
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

CloseDate has a high cardinality: 5066 distinct values High cardinality
ElementarySchoolName has a high cardinality: 185 distinct values High cardinality
HighSchoolName has a high cardinality: 80 distinct values High cardinality
MiddleSchoolName has a high cardinality: 90 distinct values High cardinality
StreetName has a high cardinality: 15170 distinct values High cardinality
StreetNumber has a high cardinality: 10358 distinct values High cardinality
ArchitecturalStyle has a high cardinality: 265 distinct values High cardinality
TaxLegalDescription has a high cardinality: 61975 distinct values High cardinality
CurrentPrice is highly correlated with ClosePrice and 1 other fieldsHigh correlation
ClosePrice is highly correlated with CurrentPrice and 1 other fieldsHigh correlation
ListPrice is highly correlated with ClosePrice and 1 other fieldsHigh correlation
City is highly correlated with PostalCodeHigh correlation
PostalCode is highly correlated with CityHigh correlation
SchoolDistrict is highly correlated with HighSchoolNameHigh correlation
HighSchoolName is highly correlated with SchoolDistrictHigh correlation
OriginalListPrice is highly skewed (γ1 = 233.4566206) Skewed
RATIO_ClosePrice_By_ListPrice is highly skewed (γ1 = 344.1918627) Skewed
RATIO_ClosePrice_By_OriginalListPrice is highly skewed (γ1 = 274.7697374) Skewed
df_index has unique values Unique
MLSNumber has unique values Unique
PoolYN is an unsupported type, check if it needs cleaning or further analysis Unsupported
DOM has 1721 (1.4%) zeros Zeros

Variables

df_index
Real number (ℝ≥0)

UNIQUE

Distinct count125047
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean108788.37733012387
Minimum0
Maximum213410
Zeros1
Zeros (%)< 0.1%
Memory size976.9 KiB

Quantile statistics

Minimum0
5-th percentile11786.3
Q155937.5
median109879
Q3162497.5
95-th percentile203452.7
Maximum213410
Range213410
Interquartile range (IQR)106560

Descriptive statistics

Standard deviation61390.45463
Coefficient of variation (CV)0.5643107852
Kurtosis-1.198913273
Mean108788.3773
Median Absolute Deviation (MAD)53122
Skewness-0.03591243307
Sum1.360366022e+10
Variance3768787920
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
81881< 0.1%
 
1339951< 0.1%
 
1462851< 0.1%
 
1401421< 0.1%
 
1421911< 0.1%
 
1872491< 0.1%
 
1811061< 0.1%
 
1831551< 0.1%
 
1954451< 0.1%
 
1893021< 0.1%
 
Other values (125037)125037> 99.9%
 
ValueCountFrequency (%) 
01< 0.1%
 
11< 0.1%
 
21< 0.1%
 
31< 0.1%
 
71< 0.1%
 
ValueCountFrequency (%) 
2134101< 0.1%
 
2134081< 0.1%
 
2134041< 0.1%
 
2134031< 0.1%
 
2134001< 0.1%
 

PostalCode
Categorical

HIGH CORRELATION

Distinct count23
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
75070
25294
75035
15458
75025
12210
75023
11408
75071
10997
Other values (18)
49680
ValueCountFrequency (%) 
750702529420.2%
 
750351545812.4%
 
75025122109.8%
 
75023114089.1%
 
75071109978.8%
 
75093104538.4%
 
7507478176.3%
 
7507576436.1%
 
7506961514.9%
 
7502460184.8%
 
Other values (13)115989.3%
 

Length

Max length5
Median length5
Mean length5
Min length5

BathsTotal
Real number (ℝ≥0)

Distinct count24
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.5102419043215125
Minimum0.2
Maximum4.4
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum0.2
5-th percentile2
Q12
median2.1
Q33
95-th percentile4
Maximum4.4
Range4.2
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7130176022
Coefficient of variation (CV)0.2840433828
Kurtosis-0.1044490754
Mean2.510241904
Median Absolute Deviation (MAD)0.1
Skewness0.7876034045
Sum313898.2194
Variance0.508394101
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
24546436.4%
 
2.12694221.5%
 
3.11699013.6%
 
31661613.3%
 
474996.0%
 
4.148973.9%
 
2.55460000421891.8%
 
115821.3%
 
1.113421.1%
 
3.26420.5%
 
Other values (14)8840.7%
 
ValueCountFrequency (%) 
0.24< 0.1%
 
115821.3%
 
1.113421.1%
 
1.26< 0.1%
 
1.31< 0.1%
 
ValueCountFrequency (%) 
4.42< 0.1%
 
4.333< 0.1%
 
4.25290.4%
 
4.148973.9%
 
474996.0%
 

BedsTotal
Real number (ℝ≥0)

Distinct count6
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6888161098080356
Minimum2.0
Maximum6.0
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum2
5-th percentile3
Q13
median4
Q34
95-th percentile5
Maximum6
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7608766784
Coefficient of variation (CV)0.2062658196
Kurtosis-0.1310451097
Mean3.68881611
Median Absolute Deviation (MAD)1
Skewness0.1431610738
Sum461275.3881
Variance0.5789333197
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
45746946.0%
 
34597636.8%
 
51542012.3%
 
249393.9%
 
68270.7%
 
3.6812213544160.3%
 
ValueCountFrequency (%) 
249393.9%
 
34597636.8%
 
3.6812213544160.3%
 
45746946.0%
 
51542012.3%
 
ValueCountFrequency (%) 
68270.7%
 
51542012.3%
 
45746946.0%
 
3.6812213544160.3%
 
34597636.8%
 

City
Categorical

HIGH CORRELATION

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Plano
55958
McKinney
41612
Frisco
21955
Prosper
 
3172
Fairview
 
2350
ValueCountFrequency (%) 
Plano5595844.7%
 
McKinney4161233.3%
 
Frisco2195517.6%
 
Prosper31722.5%
 
Fairview23501.9%
 

Length

Max length8
Median length6
Mean length6.280998345
Min length5

CloseDate
Categorical

HIGH CARDINALITY

Distinct count5066
Unique (%)4.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
6/30/2005
 
144
6/28/2013
 
117
6/30/2006
 
116
6/30/2016
 
116
6/30/2014
 
108
Other values (5061)
124446
ValueCountFrequency (%) 
6/30/20051440.1%
 
6/28/20131170.1%
 
6/30/20061160.1%
 
6/30/20161160.1%
 
6/30/20141080.1%
 
4/28/20061020.1%
 
6/30/20171010.1%
 
7/31/20131010.1%
 
5/29/20151000.1%
 
7/31/20171000.1%
 
Other values (5056)12394299.1%
 

Length

Max length10
Median length9
Mean length8.990659512
Min length8

ClosePrice
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count9358
Unique (%)7.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean268627.58233656303
Minimum70.0
Maximum859000.0
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum70
5-th percentile119900
Q1173000
median243500
Q3327000
95-th percentile529000
Maximum859000
Range858930
Interquartile range (IQR)154000

Descriptive statistics

Standard deviation131072.3245
Coefficient of variation (CV)0.4879332322
Kurtosis2.565569061
Mean268627.5823
Median Absolute Deviation (MAD)75000
Skewness1.39983177
Sum3.359107329e+10
Variance1.717995425e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
282180.736720791.7%
 
25000010160.8%
 
2250008930.7%
 
2750008820.7%
 
3000008330.7%
 
2600007970.6%
 
2650007920.6%
 
2150007820.6%
 
1650007790.6%
 
2100007750.6%
 
Other values (9348)11541992.3%
 
ValueCountFrequency (%) 
701< 0.1%
 
811< 0.1%
 
1101< 0.1%
 
1651< 0.1%
 
2201< 0.1%
 
ValueCountFrequency (%) 
8590002< 0.1%
 
8575002< 0.1%
 
8570002< 0.1%
 
8560001< 0.1%
 
85500014< 0.1%
 

CurrentPrice
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count9357
Unique (%)7.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean268624.7138869516
Minimum70.0
Maximum859000.0
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum70
5-th percentile119900
Q1173000
median243500
Q3327000
95-th percentile529000
Maximum859000
Range858930
Interquartile range (IQR)154000

Descriptive statistics

Standard deviation131067.9174
Coefficient of variation (CV)0.4879220363
Kurtosis2.565871441
Mean268624.7139
Median Absolute Deviation (MAD)75000
Skewness1.39984281
Sum3.35907146e+10
Variance1.717879897e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
282184.764720801.7%
 
25000010160.8%
 
2250008930.7%
 
2750008820.7%
 
3000008330.7%
 
2600007970.6%
 
2650007920.6%
 
2150007820.6%
 
1650007790.6%
 
2100007750.6%
 
Other values (9347)11541892.3%
 
ValueCountFrequency (%) 
701< 0.1%
 
811< 0.1%
 
1101< 0.1%
 
1651< 0.1%
 
2201< 0.1%
 
ValueCountFrequency (%) 
8590002< 0.1%
 
8575002< 0.1%
 
8570002< 0.1%
 
8560001< 0.1%
 
85500014< 0.1%
 

DOM
Real number (ℝ)

ZEROS

Distinct count270
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean43.46638886885942
Minimum-97.0
Maximum230.0
Zeros1721
Zeros (%)1.4%
Memory size976.9 KiB

Quantile statistics

Minimum-97
5-th percentile2
Q19
median27
Q362
95-th percentile143
Maximum230
Range327
Interquartile range (IQR)53

Descriptive statistics

Standard deviation45.60984764
Coefficient of variation (CV)1.049313017
Kurtosis2.062862347
Mean43.46638887
Median Absolute Deviation (MAD)21.89610227
Skewness1.525618601
Sum5435341.529
Variance2080.258201
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
350294.0%
 
448353.9%
 
541163.3%
 
237013.0%
 
632702.6%
 
730342.4%
 
1025482.0%
 
825422.0%
 
1122711.8%
 
922151.8%
 
Other values (260)9148673.2%
 
ValueCountFrequency (%) 
-9715< 0.1%
 
-671< 0.1%
 
-581< 0.1%
 
-412< 0.1%
 
-391< 0.1%
 
ValueCountFrequency (%) 
23032< 0.1%
 
22930< 0.1%
 
22824< 0.1%
 
22733< 0.1%
 
22633< 0.1%
 

ElementarySchoolName
Categorical

HIGH CARDINALITY

Distinct count185
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Christie
 
4841
Thomas
 
2615
Glenoaks
 
2520
Johnson
 
2502
Curtsinger
 
2327
Other values (180)
110242
ValueCountFrequency (%) 
Christie48413.9%
 
Thomas26152.1%
 
Glenoaks25202.0%
 
Johnson25022.0%
 
Curtsinger23271.9%
 
Gunstream23001.8%
 
Bennett22611.8%
 
Shawnee21931.8%
 
Spears21491.7%
 
Wolford21151.7%
 
Other values (175)9922479.3%
 

Length

Max length27
Median length7
Mean length7.630498932
Min length3

HighSchoolName
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct count80
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Mckinney
 
12883
Jasper
 
11979
Clark
 
11430
Centennial
 
10792
Vines
 
10303
Other values (75)
67660
ValueCountFrequency (%) 
Mckinney1288310.3%
 
Jasper119799.6%
 
Clark114309.1%
 
Centennial107928.6%
 
Vines103038.2%
 
Mckinney Boyd100108.0%
 
Shepton78806.3%
 
Frisco78166.3%
 
Mckinneyno76596.1%
 
Williams66925.4%
 
Other values (70)2760322.1%
 

Length

Max length23
Median length7
Mean length7.72353595
Min length4

AssociationType
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Mandatory
80000
None
37892
Voluntary
 
7155
ValueCountFrequency (%) 
Mandatory8000064.0%
 
None3789230.3%
 
Voluntary71555.7%
 

Length

Max length9
Median length9
Mean length7.484889681
Min length4

ListPrice
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count5647
Unique (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean273888.9817317989
Minimum1.0
Maximum899500.0
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum1
5-th percentile121000
Q1175000
median248000
Q3330000
95-th percentile545000
Maximum899500
Range899499
Interquartile range (IQR)155000

Descriptive statistics

Standard deviation135708.2807
Coefficient of variation (CV)0.4954864551
Kurtosis2.875316044
Mean273888.9817
Median Absolute Deviation (MAD)77000
Skewness1.476243523
Sum3.42489955e+10
Variance1.841673744e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
288190.416619941.6%
 
16990014961.2%
 
15990013341.1%
 
17990013291.1%
 
24990013261.1%
 
19990013061.0%
 
18990012471.0%
 
14990011991.0%
 
29990011790.9%
 
22500010840.9%
 
Other values (5637)11155389.2%
 
ValueCountFrequency (%) 
11< 0.1%
 
19951< 0.1%
 
99001< 0.1%
 
132002< 0.1%
 
135001< 0.1%
 
ValueCountFrequency (%) 
8995002< 0.1%
 
899000660.1%
 
8988001< 0.1%
 
8975001< 0.1%
 
8970002< 0.1%
 

LotSize
Categorical

Distinct count11
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Less Than .5 Acre (not Zero)
110556
.5 Acre to .99 Acre
 
5858
Condo/Townhome Lot
 
3107
Zero Lot
 
2552
1 Acre to 2.99 Acres
 
2383
Other values (6)
 
591
ValueCountFrequency (%) 
Less Than .5 Acre (not Zero)11055688.4%
 
.5 Acre to .99 Acre58584.7%
 
Condo/Townhome Lot31072.5%
 
Zero Lot25522.0%
 
1 Acre to 2.99 Acres23831.9%
 
3 Acres to 4.99 Acres2900.2%
 
5 Acres to 9.99 Acres1530.1%
 
10 Acres to 49.99 Acres1240.1%
 
Unknown14< 0.1%
 
Over 100 Acres8< 0.1%
 

Length

Max length28
Median length28
Mean length26.7361792
Min length7

MiddleSchoolName
Categorical

HIGH CARDINALITY

Distinct count90
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Dowell
 
8053
Evans
 
6793
Carpenter
 
6686
Faubion
 
6648
Renner
 
6150
Other values (85)
90717
ValueCountFrequency (%) 
Dowell80536.4%
 
Evans67935.4%
 
Carpenter66865.3%
 
Faubion66485.3%
 
Renner61504.9%
 
Wester60764.9%
 
Clark60734.9%
 
Haggard58424.7%
 
Roach53454.3%
 
Robinson48763.9%
 
Other values (80)6250550.0%
 

Length

Max length23
Median length6
Mean length7.04351164
Min length4

MLSNumber
Real number (ℝ≥0)

UNIQUE

Distinct count125047
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11938490.22800227
Minimum9308485.0
Maximum14320678.0
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum9308485
5-th percentile9697603.9
Q110755366
median11775494
Q313349744.5
95-th percentile14062955.9
Maximum14320678
Range5012193
Interquartile range (IQR)2594378.5

Descriptive statistics

Standard deviation1397764.156
Coefficient of variation (CV)0.1170804791
Kurtosis-1.27244711
Mean11938490.23
Median Absolute Deviation (MAD)1315558
Skewness0.09434734044
Sum1.492872388e+12
Variance1.953744635e+12
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
132249381< 0.1%
 
139781701< 0.1%
 
121475951< 0.1%
 
139782371< 0.1%
 
139782501< 0.1%
 
134394471< 0.1%
 
139783681< 0.1%
 
139784551< 0.1%
 
139784741< 0.1%
 
97194611< 0.1%
 
Other values (125037)125037> 99.9%
 
ValueCountFrequency (%) 
93084851< 0.1%
 
93254341< 0.1%
 
93268791< 0.1%
 
93776601< 0.1%
 
93885821< 0.1%
 
ValueCountFrequency (%) 
143206781< 0.1%
 
143202201< 0.1%
 
143137271< 0.1%
 
143111131< 0.1%
 
143110281< 0.1%
 

NumberOfDiningAreas
Real number (ℝ≥0)

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.7632680211805638
Minimum1.0
Maximum3.0
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32
95-th percentile2
Maximum3
Range2
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4298011944
Coefficient of variation (CV)0.2437526169
Kurtosis-0.3910830869
Mean1.763268021
Median Absolute Deviation (MAD)0
Skewness-1.146245877
Sum220491.3762
Variance0.1847290667
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
29429475.4%
 
12975023.8%
 
1.7552937886850.5%
 
33160.3%
 
1.52< 0.1%
 
ValueCountFrequency (%) 
12975023.8%
 
1.52< 0.1%
 
1.7552937886850.5%
 
29429475.4%
 
33160.3%
 
ValueCountFrequency (%) 
33160.3%
 
29429475.4%
 
1.7552937886850.5%
 
1.52< 0.1%
 
12975023.8%
 

NumberOfLivingAreas
Real number (ℝ≥0)

Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0350264391194055
Minimum0.0
Maximum4.0
Zeros66
Zeros (%)0.1%
Memory size976.9 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median2
Q33
95-th percentile3
Maximum4
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation0.8487602172
Coefficient of variation (CV)0.4170757691
Kurtosis-0.5603384385
Mean2.035026439
Median Absolute Deviation (MAD)1
Skewness0.3995845167
Sum254473.9511
Variance0.7203939063
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
25184741.5%
 
13674829.4%
 
32913823.3%
 
460204.8%
 
2.06719733712271.0%
 
0660.1%
 
1.51< 0.1%
 
ValueCountFrequency (%) 
0660.1%
 
13674829.4%
 
1.51< 0.1%
 
25184741.5%
 
2.06719733712271.0%
 
ValueCountFrequency (%) 
460204.8%
 
32913823.3%
 
2.06719733712271.0%
 
25184741.5%
 
1.51< 0.1%
 

NumberOfStories
Real number (ℝ≥0)

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.531559384031412
Minimum0.0
Maximum3.0
Zeros239
Zeros (%)0.2%
Memory size976.9 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median2
Q32
95-th percentile2
Maximum3
Range3
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.5109986696
Coefficient of variation (CV)0.3336460048
Kurtosis-1.642502973
Mean1.531559384
Median Absolute Deviation (MAD)0
Skewness-0.07586873524
Sum191516.9063
Variance0.2611196403
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
26566252.5%
 
15861346.9%
 
35200.4%
 
02390.2%
 
1.5312534613< 0.1%
 
ValueCountFrequency (%) 
02390.2%
 
15861346.9%
 
1.5312534613< 0.1%
 
26566252.5%
 
35200.4%
 
ValueCountFrequency (%) 
35200.4%
 
26566252.5%
 
1.5312534613< 0.1%
 
15861346.9%
 
02390.2%
 

Occupancy
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Owner
69583
Vacant
29731
Unknown
22977
Tenant
 
2756
ValueCountFrequency (%) 
Owner6958355.6%
 
Vacant2973123.8%
 
Unknown2297718.4%
 
Tenant27562.2%
 

Length

Max length7
Median length5
Mean length5.627292138
Min length5

OriginalListPrice
Real number (ℝ≥0)

SKEWED

Distinct count6116
Unique (%)4.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean305920.79019488674
Minimum0.0
Maximum430000000.0
Zeros17
Zeros (%)< 0.1%
Memory size976.9 KiB

Quantile statistics

Minimum0
5-th percentile124900
Q1179000
median249900
Q3349894
95-th percentile619000
Maximum430000000
Range430000000
Interquartile range (IQR)170894

Descriptive statistics

Standard deviation1548209.316
Coefficient of variation (CV)5.06081759
Kurtosis59021.371
Mean305920.7902
Median Absolute Deviation (MAD)80000
Skewness233.4566206
Sum3.825447705e+10
Variance2.396952086e+12
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
16990013721.1%
 
17990012981.0%
 
24990012531.0%
 
18990012131.0%
 
15990012061.0%
 
19990011921.0%
 
29990011210.9%
 
22500010860.9%
 
14990010680.9%
 
27500010450.8%
 
Other values (6106)11319390.5%
 
ValueCountFrequency (%) 
017< 0.1%
 
110< 0.1%
 
3201< 0.1%
 
10003< 0.1%
 
19901< 0.1%
 
ValueCountFrequency (%) 
4300000001< 0.1%
 
2999009001< 0.1%
 
1265000001< 0.1%
 
349900001< 0.1%
 
279900001< 0.1%
 
Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
2
95365
3
22261
2.121943479
 
5163
1
 
2258
ValueCountFrequency (%) 
29536576.3%
 
32226117.8%
 
2.12194347951634.1%
 
122581.8%
 

Length

Max length18
Median length3
Mean length3.619327133
Min length3

PoolYN
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size977.1 KiB

PropertySubType
Categorical

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
RES-Single Family
118653
RES-Townhouse
 
3932
RES-Condo
 
1562
RES-Half Duplex
 
841
RES-Farm/Ranch
 
59
ValueCountFrequency (%) 
RES-Single Family11865394.9%
 
RES-Townhouse39323.1%
 
RES-Condo15621.2%
 
RES-Half Duplex8410.7%
 
RES-Farm/Ranch59< 0.1%
 

Length

Max length17
Median length17
Mean length16.75942646
Min length9

RATIO_ClosePrice_By_ListPrice
Real number (ℝ≥0)

SKEWED

Distinct count15560
Unique (%)12.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9845620951573829
Minimum0.0005200000000000001
Maximum150.37594
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum0.00052
5-th percentile0.92616
Q10.96705
median0.98527
Q31
95-th percentile1.035417
Maximum150.37594
Range150.37542
Interquartile range (IQR)0.03295

Descriptive statistics

Standard deviation0.4263594304
Coefficient of variation (CV)0.4330447338
Kurtosis120545.468
Mean0.9845620952
Median Absolute Deviation (MAD)0.01488
Skewness344.1918627
Sum123116.5363
Variance0.1817823639
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
11772314.2%
 
0.980392890.2%
 
0.962770.2%
 
0.971432670.2%
 
0.977782560.2%
 
0.975612560.2%
 
0.952382510.2%
 
0.966672420.2%
 
0.967742410.2%
 
0.982350.2%
 
Other values (15550)10501084.0%
 
ValueCountFrequency (%) 
0.000521< 0.1%
 
0.000541< 0.1%
 
0.000951< 0.1%
 
0.000961< 0.1%
 
0.000971< 0.1%
 
ValueCountFrequency (%) 
150.375941< 0.1%
 
101< 0.1%
 
9.478671< 0.1%
 
7.547171< 0.1%
 
3.6251< 0.1%
 

RATIO_ClosePrice_By_OriginalListPrice
Real number (ℝ≥0)

SKEWED

Distinct count20716
Unique (%)16.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9858464229778092
Minimum0.0005099999999999999
Maximum937.5
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum0.00051
5-th percentile0.86765
Q10.94313
median0.9742
Q31
95-th percentile1.034958
Maximum937.5
Range937.49949
Interquartile range (IQR)0.05687

Descriptive statistics

Standard deviation2.926540441
Coefficient of variation (CV)2.968556129
Kurtosis84872.10176
Mean0.985846423
Median Absolute Deviation (MAD)0.0258
Skewness274.7697374
Sum123277.1377
Variance8.564638954
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
11255510.0%
 
0.952382820.2%
 
0.962590.2%
 
0.971432280.2%
 
0.966672160.2%
 
0.952160.2%
 
0.933332140.2%
 
0.967742080.2%
 
0.909091990.2%
 
0.980391970.2%
 
Other values (20706)11047388.3%
 
ValueCountFrequency (%) 
0.000511< 0.1%
 
0.000521< 0.1%
 
0.000921< 0.1%
 
0.000931< 0.1%
 
0.000941< 0.1%
 
ValueCountFrequency (%) 
937.51< 0.1%
 
2821< 0.1%
 
2081< 0.1%
 
150.375941< 0.1%
 
139.91< 0.1%
 

RATIO_CurrentPrice_By_SQFT
Real number (ℝ≥0)

Distinct count15309
Unique (%)12.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean104.8170377689334
Minimum0.03
Maximum234.31
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum0.03
5-th percentile64.6
Q181
median97.83
Q3125.16
95-th percentile163.45
Maximum234.31
Range234.28
Interquartile range (IQR)44.16

Descriptive statistics

Standard deviation31.73609278
Coefficient of variation (CV)0.3027760892
Kurtosis0.5280328958
Mean104.8170378
Median Absolute Deviation (MAD)20.19
Skewness0.8109784016
Sum13107056.12
Variance1007.179585
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
104.63342814950.4%
 
100780.1%
 
83.33760.1%
 
12559< 0.1%
 
90.9153< 0.1%
 
111.1144< 0.1%
 
83.2942< 0.1%
 
85.7140< 0.1%
 
89.2939< 0.1%
 
76.9239< 0.1%
 
Other values (15299)12408299.2%
 
ValueCountFrequency (%) 
0.031< 0.1%
 
0.041< 0.1%
 
0.071< 0.1%
 
0.082< 0.1%
 
0.11< 0.1%
 
ValueCountFrequency (%) 
234.311< 0.1%
 
234.261< 0.1%
 
234.241< 0.1%
 
234.231< 0.1%
 
234.11< 0.1%
 

SchoolDistrict
Categorical

HIGH CORRELATION

Distinct count14
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Plano ISD
46121
Frisco ISD
32580
McKinney ISD
29211
Unknown
 
7900
Prosper ISD
 
6315
Other values (9)
 
2920
ValueCountFrequency (%) 
Plano ISD4612136.9%
 
Frisco ISD3258026.1%
 
McKinney ISD2921123.4%
 
Unknown79006.3%
 
Prosper ISD63155.1%
 
Lovejoy ISD16951.4%
 
Allen ISD7270.6%
 
Lewisville ISD2830.2%
 
Melissa ISD1350.1%
 
Princeton ISD43< 0.1%
 
Other values (4)37< 0.1%
 

Length

Max length14
Median length10
Mean length9.978368134
Min length7

SellerType
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Individual(s)
115897
Lender/REO
 
8247
Unknown
 
903
ValueCountFrequency (%) 
Individual(s)11589792.7%
 
Lender/REO82476.6%
 
Unknown9030.7%
 

Length

Max length13
Median length13
Mean length12.75881868
Min length7
Distinct count21
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Unknown
78728
Plano Senior
18051
Planoeast
 
8716
Planowest
 
8417
Plano West
 
5186
Other values (16)
 
5949
ValueCountFrequency (%) 
Unknown7872863.0%
 
Plano Senior1805114.4%
 
Planoeast87167.0%
 
Planowest84176.7%
 
Plano West51864.1%
 
Plano East40743.3%
 
Plano Sr17101.4%
 
Centennial670.1%
 
Frisco57< 0.1%
 
Plano12< 0.1%
 
Other values (11)29< 0.1%
 

Length

Max length12
Median length7
Mean length8.232520572
Min length5

SqFtTotal
Real number (ℝ≥0)

Distinct count4734
Unique (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2579.1859871084002
Minimum0.0
Maximum5681.0
Zeros34
Zeros (%)< 0.1%
Memory size976.9 KiB

Quantile statistics

Minimum0
5-th percentile1389
Q11896
median2416
Q33145
95-th percentile4270
Maximum5681
Range5681
Interquartile range (IQR)1249

Descriptive statistics

Standard deviation905.0204282
Coefficient of variation (CV)0.3508938218
Kurtosis0.1202856612
Mean2579.185987
Median Absolute Deviation (MAD)599
Skewness0.696199964
Sum322519470.1
Variance819061.9755
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2623.41772413841.1%
 
19302300.2%
 
20982020.2%
 
17851970.2%
 
16591910.2%
 
15351870.1%
 
18681830.1%
 
18601820.1%
 
22971820.1%
 
18481790.1%
 
Other values (4724)12193097.5%
 
ValueCountFrequency (%) 
034< 0.1%
 
491< 0.1%
 
2191< 0.1%
 
5201< 0.1%
 
5251< 0.1%
 
ValueCountFrequency (%) 
56813< 0.1%
 
56801< 0.1%
 
56781< 0.1%
 
56771< 0.1%
 
56761< 0.1%
 

StreetDirPrefix
Categorical

Distinct count8
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Unknown
121909
N
 
956
W
 
899
S
 
769
E
 
502
Other values (3)
 
12
ValueCountFrequency (%) 
Unknown12190997.5%
 
N9560.8%
 
W8990.7%
 
S7690.6%
 
E5020.4%
 
NW5< 0.1%
 
NE4< 0.1%
 
SW3< 0.1%
 

Length

Max length7
Median length7
Mean length6.849528577
Min length1

StreetDirSuffix
Categorical

Distinct count9
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Unknown
124579
N
 
153
S
 
137
W
 
101
E
 
71
Other values (4)
 
6
ValueCountFrequency (%) 
Unknown12457999.6%
 
N1530.1%
 
S1370.1%
 
W1010.1%
 
E710.1%
 
NW3< 0.1%
 
SE1< 0.1%
 
NE1< 0.1%
 
SW1< 0.1%
 

Length

Max length7
Median length7
Mean length6.977592425
Min length1

StreetName
Categorical

HIGH CARDINALITY

Distinct count15170
Unique (%)12.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Park
 
258
Virginia Hills
 
253
Preston
 
228
Cross Bend
 
202
Hickory
 
170
Other values (15165)
123936
ValueCountFrequency (%) 
Park2580.2%
 
Virginia Hills2530.2%
 
Preston2280.2%
 
Cross Bend2020.2%
 
Hickory1700.1%
 
Spring Creek1600.1%
 
14th1350.1%
 
Teakwood1300.1%
 
Scenic Ranch1230.1%
 
Mason1150.1%
 
Other values (15160)12327398.6%
 

Length

Max length20
Median length9
Mean length8.921749422
Min length1

StreetNumber
Categorical

HIGH CARDINALITY

Distinct count10358
Unique (%)8.3%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
2601
 
306
575
 
273
3101
 
267
3801
 
261
2204
 
247
Other values (10353)
123693
ValueCountFrequency (%) 
26013060.2%
 
5752730.2%
 
31012670.2%
 
38012610.2%
 
22042470.2%
 
24002300.2%
 
84002270.2%
 
25242130.2%
 
22002040.2%
 
25001960.2%
 
Other values (10348)12262398.1%
 

Length

Max length9
Median length4
Mean length3.991619151
Min length1

StreetSuffix
Categorical

Distinct count45
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Drive
59775
Lane
18690
Unknown
13012
Court
 
7906
Trail
 
5245
Other values (40)
20419
ValueCountFrequency (%) 
Drive5977547.8%
 
Lane1869014.9%
 
Unknown1301210.4%
 
Court79066.3%
 
Trail52454.2%
 
Street43823.5%
 
Road43473.5%
 
Circle30512.4%
 
Way30402.4%
 
Place17941.4%
 
Other values (35)38053.0%
 

Length

Max length9
Median length5
Mean length5.08092957
Min length3

ArchitecturalStyle
Categorical

HIGH CARDINALITY

Distinct count265
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Traditional
104488
Unknown
 
10252
Ranch
 
2167
Contemporary/Modern
 
1655
Ranch, Traditional
 
1175
Other values (260)
 
5310
ValueCountFrequency (%) 
Traditional10448883.6%
 
Unknown102528.2%
 
Ranch21671.7%
 
Contemporary/Modern16551.3%
 
Ranch, Traditional11750.9%
 
Mediterranean6890.6%
 
Other4860.4%
 
Contemporary/Modern, Traditional4210.3%
 
Craftsman2800.2%
 
French2680.2%
 
Other values (255)31662.5%
 

Length

Max length98
Median length11
Mean length10.98237463
Min length4

TaxLegalDescription
Categorical

HIGH CARDINALITY

Distinct count61975
Unique (%)49.6%
Missing0
Missing (%)0.0%
Memory size976.9 KiB
Unknown
24030
SPRING CREEK PARKWAY ESTATES W
 
205
WELLINGTON AT PRESTON MEADOWS
 
122
Spring Creek Parkway Estates W
 
121
LAKES OF PRESTON VINEYARDS VIL
 
108
Other values (61970)
100461
ValueCountFrequency (%) 
Unknown2403019.2%
 
SPRING CREEK PARKWAY ESTATES W2050.2%
 
WELLINGTON AT PRESTON MEADOWS1220.1%
 
Spring Creek Parkway Estates W1210.1%
 
LAKES OF PRESTON VINEYARDS VIL1080.1%
 
VILLAGES OF WHITE ROCK CREEK #980.1%
 
VALOR POINTE - THE RESERVE AT WESTRIDGE PHASE880.1%
 
BILTMORE SWIM & RACQUET CLUB #710.1%
 
Wellington At Preston Meadows710.1%
 
PLANTATION RESORT AUGUSTA FARM700.1%
 
Other values (61965)10006380.0%
 

Length

Max length50
Median length30
Mean length28.37799387
Min length1

YearBuilt
Real number (ℝ≥0)

Distinct count141
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1994.3325080608063
Minimum1857.0
Maximum2020.0
Zeros0
Zeros (%)0.0%
Memory size976.9 KiB

Quantile statistics

Minimum1857
5-th percentile1972
Q11988
median1997
Q32003
95-th percentile2010
Maximum2020
Range163
Interquartile range (IQR)15

Descriptive statistics

Standard deviation12.95183265
Coefficient of variation (CV)0.006494319576
Kurtosis8.121040881
Mean1994.332508
Median Absolute Deviation (MAD)7
Skewness-1.864597658
Sum249385297.1
Variance167.749969
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
200558734.7%
 
199857824.6%
 
200156614.5%
 
200056314.5%
 
199955554.4%
 
200455154.4%
 
200654744.4%
 
199751844.1%
 
200349243.9%
 
199648613.9%
 
Other values (131)7058756.4%
 
ValueCountFrequency (%) 
18573< 0.1%
 
18602< 0.1%
 
18762< 0.1%
 
18771< 0.1%
 
18782< 0.1%
 
ValueCountFrequency (%) 
20201< 0.1%
 
201911< 0.1%
 
201855< 0.1%
 
20171900.2%
 
20163680.3%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

df_indexPostalCodeBathsTotalBedsTotalCityCloseDateClosePriceCurrentPriceDOMElementarySchoolNameHighSchoolNameAssociationTypeListPriceLotSizeMiddleSchoolNameMLSNumberNumberOfDiningAreasNumberOfLivingAreasNumberOfStoriesOccupancyOriginalListPriceParkingSpacesGaragePoolYNPropertySubTypeRATIO_ClosePrice_By_ListPriceRATIO_ClosePrice_By_OriginalListPriceRATIO_CurrentPrice_By_SQFTSchoolDistrictSellerTypeSeniorHighSchoolNameSqFtTotalStreetDirPrefixStreetDirSuffixStreetNameStreetNumberStreetSuffixArchitecturalStyleTaxLegalDescriptionYearBuilt
0138750932.00002.0Plano11/27/2002153200.000000153200.00000048.896102HightowerVinesMandatory153200.000000Condo/Townhome LotFrankford9308485.01.01.0000001.0Vacant161000.01.000000FalseRES-Condo1.000000.95155124.550000UnknownUnknownPlano West1230.000000UnknownUnknownPRESTON RD.2524UnknownTraditionalUnknown1995.0
1552750932.55465.0Plano10/25/2002282180.736715282184.76471748.896102CentennialSheptonMandatory288190.4165581 Acre to 2.99 AcresRenner9325434.02.04.0000002.0Owner2700000.02.121943TrueRES-Single Family0.907691.09259104.633428UnknownIndividual(s)Plano West2623.417724UnknownUnknownPREAKNESS LN5600UnknownTraditionalUnknown1987.0
2176750932.00003.0Plano2/27/2003176000.000000176000.00000048.896102HightowerSheptonMandatory169400.000000Condo/Townhome LotFrankford9326879.01.01.0000002.0Vacant147500.01.000000FalseRES-Condo1.038961.19322125.180000UnknownUnknownPlano West1406.000000UnknownUnknownPRESTON RD.2524UnknownTraditionalUnknown1995.0
3748750932.10003.0Plano11/12/2002390000.000000390000.00000048.896102BrinkerSheptonMandatory400000.000000Less Than .5 Acre (not Zero)Renner9377660.02.02.0000002.0Owner425000.02.000000FalseRES-Single Family0.975000.91765127.990000UnknownIndividual(s)Plano West3047.000000UnknownUnknownSUTTON PL2145UnknownTraditionalUnknown1994.0
4380750933.20005.0Plano1/23/2003282180.736715282184.76471748.896102BarksdaleSheptonMandatory288190.4165581 Acre to 2.99 AcresRenner9388582.02.02.0671972.0Owner1900000.02.000000TrueRES-Single Family0.889080.81842209.010000UnknownIndividual(s)Plano West2623.417724UnknownUnknownRED WOLF LN5829UnknownTraditionalUnknown1979.0
5939750704.00004.0McKinney10/30/2002299000.000000299000.00000048.896102ValleycreeMckinneyMandatory325000.000000Less Than .5 Acre (not Zero)Faubion9388720.02.03.0000002.0Vacant360000.03.000000FalseRES-Single Family0.920000.8305676.080000UnknownIndividual(s)Unknown3930.000000UnknownUnknownFOREST HILLS1815UnknownTraditionalUnknown1982.0
6358750693.10004.0Fairview3/26/2003625000.000000625000.00000048.896102LovejoyAllenMandatory655000.0000001 Acre to 2.99 AcresCurtis9393211.02.03.0000002.0Tenant699000.03.000000TrueRES-Single Family0.954200.89413118.420000UnknownIndividual(s)Unknown5278.000000UnknownUnknownCOUNTRY TRL991UnknownFrench, TraditionalUnknown1997.0
7762750783.10004.0Prosper12/10/2002279590.000000279590.00000048.896102ProsperProsperMandatory289000.000000Less Than .5 Acre (not Zero)Unknown9396513.02.03.0000002.0Vacant296274.03.000000FalseRES-Single Family0.967440.9436979.380000UnknownIndividual(s)Unknown3522.000000UnknownUnknownWILLOWGATE DRIVE910UnknownTraditionalLOT 7 BLOCK OC2001.0
82954750743.00004.0Plano11/5/2002308000.000000308000.00000048.896102DooleyWilliamsNone339000.0000001 Acre to 2.99 AcresArmstrong9396860.01.03.0000001.0Owner359000.02.000000TrueRES-Single Family0.908550.85794101.450000UnknownIndividual(s)Plano East3036.000000UnknownUnknownRIDGETOP LN3840UnknownTraditionalUnknown1972.0
91410750703.10004.0McKinney11/1/2002559000.000000559000.00000048.896102Glen OaksMckinneyMandatory565000.000000Less Than .5 Acre (not Zero)Dowell9397688.02.01.0000001.0Owner645900.03.000000TrueRES-Single Family0.989380.86546159.710000UnknownIndividual(s)Unknown3500.000000UnknownUnknownCOTTON MILL ROAD1912UnknownEnglishUnknown2001.0

Last rows

df_indexPostalCodeBathsTotalBedsTotalCityCloseDateClosePriceCurrentPriceDOMElementarySchoolNameHighSchoolNameAssociationTypeListPriceLotSizeMiddleSchoolNameMLSNumberNumberOfDiningAreasNumberOfLivingAreasNumberOfStoriesOccupancyOriginalListPriceParkingSpacesGaragePoolYNPropertySubTypeRATIO_ClosePrice_By_ListPriceRATIO_ClosePrice_By_OriginalListPriceRATIO_CurrentPrice_By_SQFTSchoolDistrictSellerTypeSeniorHighSchoolNameSqFtTotalStreetDirPrefixStreetDirSuffixStreetNameStreetNumberStreetSuffixArchitecturalStyleTaxLegalDescriptionYearBuilt
125037205423750742.13.0Plano4/23/2020286000.0286000.02.0DooleyMcmillenNone294900.0Less Than .5 Acre (not Zero)Armstrong14308446.02.02.01.0Vacant294900.02.000000FalseRES-Single Family0.969820.96982124.46Plano ISDIndividual(s)Plano East2298.0UnknownUnknownCountry Club4309DriveTraditionalLOS RIOS ADDITION PHASE I (CPL), BLK F, LOT 11978.0
125038167143750742.04.0Plano4/13/2020170000.0170000.08.0AldridgeClarkNone185000.0Less Than .5 Acre (not Zero)Armstrong14308999.01.01.01.0Unknown185000.02.000000FalseRES-Single Family0.918920.91892118.22Plano ISDIndividual(s)Plano East1438.0UnknownUnknownWilliamsburg1512DriveUnknownARMSTRONG PARK NO 1 (CPL), BLK 2, LOT 101968.0
125039198707750722.04.0McKinney4/20/2020376000.0376000.03.0ValleycreeMckinneyMandatory385000.0Less Than .5 Acre (not Zero)Faubion14309081.02.02.01.0Owner385000.02.000000TrueRES-Single Family0.976620.97662155.12McKinney ISDIndividual(s)Unknown2424.0UnknownUnknownSunset2817RidgeRanchSUNSET RIDGE #2 (CMC), BLK M, LOT 261989.0
125040172383750932.14.0Plano4/17/2020415000.0415000.07.0DaffronJasperNone419000.0Less Than .5 Acre (not Zero)Robinson14309257.01.02.01.0Vacant419000.02.000000FalseRES-Single Family0.990450.99045169.39Plano ISDIndividual(s)Plano West2450.0UnknownUnknownMcclary4105DriveTraditionalHOMESTEAD SECTION ONE (CPL), BLK D, LOT 81981.0
125041181887750702.03.0McKinney4/22/2020257500.0257500.05.0JohnsonMckinneyMandatory255000.0Less Than .5 Acre (not Zero)Evans14310390.02.01.01.0Owner255000.02.000000FalseRES-Single Family1.009801.00980160.54McKinney ISDIndividual(s)Unknown1604.0UnknownUnknownDark Forest6101DriveRanch, TraditionalPINE RIDGE ESTATES PHASE TWO (CMC), BLK J, LO2000.0
125042198774750742.03.0Plano4/14/2020249900.0249900.03.0FormanMcmillenNone249900.0Less Than .5 Acre (not Zero)Armstrong14311028.01.01.01.0Vacant249900.02.000000FalseRES-Single Family1.000001.00000154.55Plano ISDIndividual(s)Unknown1617.0UnknownUnknownEastlane17PlaceOther, Ranch, TraditionalRIDGEWOOD FIRST SECTION (CPL), BLK 22, LOT 171971.0
125043205426750742.13.0Plano4/17/2020350000.0350000.02.0MccallWilliamsMandatory350000.0Less Than .5 Acre (not Zero)Bowman14311113.01.02.02.0Owner350000.02.000000FalseRES-Single Family1.000001.00000142.97Plano ISDIndividual(s)Unknown2448.0UnknownUnknownMartello3013LaneContemporary/ModernTIMBER BROOK NORTH PHASE II (CPL), BLK A, LOT2014.0
125044194503750232.03.0Plano4/14/2020215000.0215000.03.0ChristieClarkNone199999.0Less Than .5 Acre (not Zero)Carpenter14313727.01.01.01.0Unknown199999.02.000000FalseRES-Single Family1.075011.07501104.02Plano ISDIndividual(s)Plano Senior2067.0UnknownUnknownSundown5016DriveTraditionalTOWN WEST FOUR (CPL), BLK 12, LOT 121984.0
125045211557750702.03.0McKinney4/27/2020284000.0284000.00.0OgleLibertyMandatory295000.0Less Than .5 Acre (not Zero)Scoggins14320220.02.01.01.0Owner295000.02.000000FalseRES-Single Family0.962710.96271148.93Frisco ISDIndividual(s)Unknown1907.0UnknownUnknownLatigo8308TrailTraditionalCRAIG RANCH NORTH PHASE 10 (CMC), BLK C, LOT2007.0
125046196886750691.02.0McKinney4/15/2020203800.0203800.03.0CaldwellMckinneyNone199000.0Less Than .5 Acre (not Zero)Faubion14320678.01.01.01.0Unknown199000.02.121943FalseRES-Single Family1.024121.02412147.15McKinney ISDIndividual(s)Unknown1385.0WUnknownVirginia1103UnknownUnknownUnknown1950.0